{
  "id": "402414",
  "title": "HCOB Services PMI Final",
  "country": "FR",
  "indicator": "Services PMI",
  "period": "Feb",
  "referenceDate": "2026-02-28T00:00:00Z",
  "releaseDate": "2026-03-04T08:50:00.000Z",
  "source": "S&P Global / HCOB",
  "source_url": "https://www.pmi.spglobal.com/public",
  "parent_publication": "HCOB Services Purchasing Managers' Index",
  "document_type": "Economic Data Release (PMI Index)",
  "actual": 49.6,
  "previous": 48.4,
  "forecast": 49.6,
  "consensus": 49.2,
  "surprise": 0.4,
  "currency": "EUR",
  "unit": "index points (0-100 scale)",
  "importance": -1,
  "date_retrieved": "2026-03-17",
  "raw_file": "raw/402414.html",
  "result_file": "results/402414_result.md",
  "extraction_notes": {
    "source_primary": "Trading Economics portal (licensed S&P Global data)",
    "source_secondary": ["Nasdaq", "Investing.com", "Global Banking and Finance Review"],
    "data_completeness": "Full headline data with sub-indices and context extracted",
    "confidence": "High - multiple independent sources confirm figures",
    "pmi_methodology": "Diffusion index from ~400 French service firms; covers consumer services, transport, information/communication, finance/insurance, real estate, business services"
  },
  "indicators_covered": [
    "Services Business Activity Index",
    "New Orders",
    "Employment",
    "Output Prices",
    "Input Costs",
    "Business Expectations"
  ],
  "composite_data": {
    "France_Services_PMI_Feb": 49.6,
    "France_Services_PMI_Jan": 48.4,
    "France_Composite_PMI_Feb": 49.9,
    "France_Composite_PMI_Jan": 49.1,
    "France_Manufacturing_PMI_Feb": 50.1,
    "France_Manufacturing_PMI_Jan": 51.2,
    "Eurozone_Composite_PMI_Feb": 51.9
  },
  "quality_checks": {
    "title_match": true,
    "domain_match": true,
    "full_body_extracted": true,
    "body_length_chars": 7969,
    "body_length_threshold": 2000,
    "indicator_present": true,
    "structure_preserved": true,
    "numbers_verified": true,
    "completeness": "PASS"
  }
}